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2.

Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer’s Disease
by Hao, Xiaoke

Hao, X., C. Li, L. Du, X. Yao, J. Yan, S. L. Risacher, A. J. Saykin, et al. 2017. “Mining Outcome-relevant Brain Imaging Genetic Associations via Three-way Sparse Canonical Correlation Analysis in Alzheimer’s Disease.” Scientific Reports 7 (1): 44272. doi:10.1038/srep44272. http://dx.doi.org/10.1038/srep44272.

3.

Cascaded Multi-view Canonical Correlation (CaMCCo) for Early Diagnosis of Alzheimer’s Disease via Fusion of Clinical, Imaging and Omic Features
by Singanamalli, Asha

Singanamalli, A., H. Wang, A. Madabhushi, M. Weiner, P. Aisen, R. Petersen, C. Jack, et al. 2017. “Cascaded Multi-view Canonical Correlation (CaMCCo) for Early Diagnosis of Alzheimer’s Disease via Fusion of Clinical, Imaging and Omic Features.” Scientific Reports 7 (1): 8137. doi:10.1038/s41598-017-03925-0. http://dx.doi.org/10.1038/s41598-017-03925-0.

4.

Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer’s disease
by Huang, Meiyan

Huang, M., W. Yang, Q. Feng, W. Chen, M. W. Weiner, P. Aisen, R. Petersen, et al. 2017. “Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer’s disease.” Scientific Reports 7 (1): 39880. doi:10.1038/srep39880. http://dx.doi.org/10.1038/srep39880.

5.

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images
by Lu, Donghuan

Lu, D., K. Popuri, G. W. Ding, R. Balachandar, M. F. Beg, M. Weiner, P. Aisen, et al. 2018. “Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images.” Scientific Reports 8 (1): 5697. doi:10.1038/s41598-018-22871-z. http://dx.doi.org/10.1038/s41598-018-22871-z.

6.

The impact of PICALM genetic variations on reserve capacity of posterior cingulate in AD continuum
by Xu, Wei

Xu, W., H. Wang, L. Tan, M. Tan, C. Tan, X. Zhu, D. Miao, et al. 2016. “The impact of PICALM genetic variations on reserve capacity of posterior cingulate in AD continuum.” Scientific Reports 6 (1): 24480. doi:10.1038/srep24480. http://dx.doi.org/10.1038/srep24480.

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